One-Liner
An independent testing service for enterprise buyers of AI tools to verify whether a vendor's self-classified 'limited risk' AI system actually meets that classification under the EU AI Act — without relying on the vendor's word.
AI Thinking Process
EU AI Act makes deployers jointly liable for incorrectly classified AI systems. Vendor says 'limited risk.' Deployer has no way to verify. CCO faces potential €35M fine.
Verb Transplant: incoming inspection from manufacturing quality control → AI procurement. 'TÜV for AI' — independent certification body for AI systems.
Independent AI system classification verification service for enterprise buyers. Runs standardized tests to determine actual EU AI Act risk category. Produces independent classification report with confidence level.
25+ free EU AI Act compliance tools found — all self-assessment questionnaires. Holistic AI and Credo AI focus on AI providers. No independent testing found. Conviction 52%.
Survived at 52% conviction. Strong structural need, clear adversarial moat, good timing (4 months before Aug 2026 deadline). Gap between self-assessment and independent verification is genuine.
CORRECTED: EU AI Act places PRIMARY classification responsibility on PROVIDERS not deployers. Deployer liability is secondary and narrower than Pass 1 stated. Core urgency is weaker than assumed.
CRITICAL: TÜV SÜD launched voluntary conformity certificates and AI test marks (Nov 2025). TÜV Rheinland conducts pre-market conformity assessments for high-risk AI. TÜV NORD applies EU AI Act to product tests. TÜV AI.Lab offers free Risk Navigator. The actual TÜV organizations are already building the exact product.
Holistic AI explicitly covers both provider AND deployer compliance — Pass 1's conflict-of-interest argument was wrong. Vanta offers automated AI risk classification with 400+ integrations. Landscape is dramatically more crowded than Pass 1 found.
FEATURE gate killed: TÜV SÜD, Holistic AI, and Vanta are each one sprint away from the exact product described. A startup building the same thing would lack the brand trust, customer base, and 400+ integrations these established players already have.
KILLED IN DEEPENING: TÜV organizations already building AI Act conformity assessment. Holistic AI already serves deployers. Vanta already classifies AI risk automatically. The 'independent AI TÜV' gap turned out not to be a gap — TÜV itself is filling it.
Kill Reason
TÜV SÜD, TÜV Rheinland, and TÜV NORD are already offering AI Act conformity assessment services. Holistic AI explicitly serves both AI providers and deployers. Vanta offers automated risk classification with 400+ integrations. The 'independent AI TÜV' that Pass 1 said didn't exist — the actual TÜV organizations are building it.
Risk Analysis
Risk analysis available for latest engine ideas.
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